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arXiv 2103.10877eess.SYcs.SY
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具有部分观测的多智能体离散事件系统的监督控制

Supervisory Control of Multi-Agent Discrete-Event Systems with Partial Observation

Yingying Liu, Jan Komenda, Zhiwu Li

摘要:

本文研究了具有部分观测的多智能体离散事件系统。代理可以被分成几组,其中每个代理具有相似的(同构的)状态转换结构,因此可以重新标记到相同的模板中。在此基础上,针对部分观测的情况,设计了一个状态大小和计算代价与Agent数目无关的可扩展监督器。部分观测下的可伸缩监督程序不需要重新计算,无论有多少代理添加到系统或从系统中删除。我们通过提出模板级别上可扩展的最少限制性监督程序的安全性和最大许可性的充分条件,将我们早期的结果推广到部分观察。一个例子来说明所提出的可扩展的监督合成。

英文摘要:

In this paper we investigate multi-agent discrete-event systems with partial observation. The agents can be divided into several groups in each of which the agents have similar (isomorphic) state transition structures, and thus can be relabeled into the same template. Based on the template a scalable supervisor whose state size and computational cost are independent of the number of agents is designed for the case of partial observation. The scalable supervisor under partial observation does not need to be recomputed regardless of how many agents are added to or removed from the system. We generalize our earlier results to partial observation by proposing sufficient conditions for safety and maximal permissiveness of the scalable least restrictive supervisor on the template level. An example is provided to illustrate the proposed scalable supervisory synthesis.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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